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      "成功移动 2000 张图片到测试集\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import random\n",
    "import shutil\n",
    "\n",
    "# 源文件夹路径（猫的训练图片）\n",
    "source_dir = r'D:\\desktop\\class\\DataSet\\cats_vs_dogs_labeled\\train\\dogs'\n",
    "# 目标文件夹路径（猫的测试图片）\n",
    "target_dir = r'D:\\desktop\\class\\DataSet\\cats_vs_dogs_labeled\\test\\dogs'\n",
    "\n",
    "# 确保目标文件夹存在\n",
    "os.makedirs(target_dir, exist_ok=True)\n",
    "\n",
    "# 获取源文件夹中所有的jpg图片\n",
    "jpg_files = [f for f in os.listdir(source_dir) if f.endswith('.jpg')]\n",
    "\n",
    "# 检查是否有足够的图片\n",
    "if len(jpg_files) < 2000:\n",
    "    print(f\"警告：源文件夹中只有 {len(jpg_files)} 张图片，不足2000张\")\n",
    "    # 如果图片数量不足，移动所有图片\n",
    "    files_to_move = jpg_files\n",
    "else:\n",
    "    # 随机选择2000张图片\n",
    "    files_to_move = random.sample(jpg_files, 2000)\n",
    "\n",
    "# 移动文件\n",
    "for filename in files_to_move:\n",
    "    source_path = os.path.join(source_dir, filename)\n",
    "    target_path = os.path.join(target_dir, filename)\n",
    "    \n",
    "    # 移动文件\n",
    "    shutil.move(source_path, target_path)\n",
    "    print(f\"已移动: {filename}\")\n",
    "\n",
    "print(f\"成功移动 {len(files_to_move)} 张图片到测试集\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7e061616",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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